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Men’s Knowledge, Attitudes and Perceptions on Family Planning in Tourourou Village, Gogui Rural Commune, Nioro Circle, Kayes Region of Mali
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作者 Alou Samaké Sitapha Dembele +18 位作者 Mamadou Keita Cheickna Sylla Dramane Haidara Mamadou Haidara Mamadou Diallo Moussa Konaté Mariam Maiga Mohamed Saydi Agmed Elméhdi Elansari Djibril Kassogué Seydou Zana Dao Hawa Samaké Abdoulaye Nouhoun Coulibaly Brehima Samaké Coulibaly Moussa Mariko Seydou Abdoulaye Cissé Séma Kéita Siaka Amara Sanogo Seydou Fané 《Open Journal of Obstetrics and Gynecology》 2023年第3期662-680,共19页
Introduction: The involvement of men in reproductive health programmes and more specifically in family planning has always been of concern to the various development actors at both national and international levels. O... Introduction: The involvement of men in reproductive health programmes and more specifically in family planning has always been of concern to the various development actors at both national and international levels. Objective: To study the births, ideas and opinions of men on Family Planning in the village of Tourourou. Material and Methods: This was a prospective cross-sectional, descriptive and analytic study from February 1 to July 31, 2020 in the village of TOUROUROU on the Knowledge, Attitudes and Perceptions of Men on Family Planning. We included in our study, all men residing in TOUROUROU whose age is between 14 and 99 years, who agreed to participate in the study. Results: Our study involved 200 men. The 25 - 29 age group was the most represented with 25.5%. The Soninke had represented 41%. In our study, 97.5% of men had heard of family planning, 62% had spontaneously cited at least one modern contraceptive method, and the pill ranked first with 64.5%. Radio and friends were the most frequent sources of information with 57.5% and 54.5% respectively. Birth spacing was the most cited family planning goal by men in 43.5% of cases. Men supported the practice of family planning in 50.5% of cases. Conclusion: In the village of Tourourou men play a crucial role in decision-making concerning the health of the couple and the family, their effective involvement in Reproductive Health especially in Family Planning will contribute enormously to the improvement of the health of the family. 展开更多
关键词 KNOWLEDGE ATTITUDES PERCEPTIONS MEN planning Family
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Planning and Design of Beautiful Countryside Based on the Concept of Stormwater Resilience: A Case Study of Shanbei Village, Yunfu City, Guangdong Province
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作者 ZHONG Guoqing 《Journal of Landscape Research》 2023年第6期13-19,共7页
Shanbei Village is a village in Yunfu of Guangdong,which has been seriously affected by flood disasters.In the context of the construction of beautiful countryside,utilizing the concept of resilience stormwater,constr... Shanbei Village is a village in Yunfu of Guangdong,which has been seriously affected by flood disasters.In the context of the construction of beautiful countryside,utilizing the concept of resilience stormwater,construction ideas of beautiful countryside of combining the prevention and control of village flood disasters with economic and social development and cultural heritage are proposed.The planning methods of adjusting the planting way of crops,demolition of dwellings in submerged areas and development and utilization of ancient dwellings,sorting out drainage systems and planning“large,medium and small sponges”,and improving the drainage capacity of culverts are summarized. 展开更多
关键词 Stormwater resilience Beautiful countryside planning and design
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Discussion on Planning and Construction of Villages and Towns in Nature Reserve——A Case Study of Weitun Town of Hengshui City in China 被引量:3
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作者 刘蕊 李春风 《Journal of Landscape Research》 2011年第5期15-18,23,共5页
The development of nature reserve was closely related with that of villages and towns at its surrounding area.It was the core issue to be discussed in the paper as to how to form mutually beneficial relation between t... The development of nature reserve was closely related with that of villages and towns at its surrounding area.It was the core issue to be discussed in the paper as to how to form mutually beneficial relation between them and achieve both protection of nature reserve and economic development of villages and towns.Through analysis on internal relation between nature reserve and villages and towns,it put forward three methods for planning and construction of villages and towns around the nature reserve.By taking Hengshui Lake National Nature Reserve in Weitun Town for example,it hoped to serve as a modest spur to induce exchange and discussion in the field. 展开更多
关键词 Nature RESERVE planning of villageS and TOWNS Landscape ecology planning of river system WETLAND
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Evolutionary Decision-Making and Planning for Autonomous Driving Based on Safe and Rational Exploration and Exploitation 被引量:2
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作者 Kang Yuan Yanjun Huang +4 位作者 Shuo Yang Zewei Zhou Yulei Wang Dongpu Cao Hong Chen 《Engineering》 SCIE EI CAS CSCD 2024年第2期108-120,共13页
Decision-making and motion planning are extremely important in autonomous driving to ensure safe driving in a real-world environment.This study proposes an online evolutionary decision-making and motion planning frame... Decision-making and motion planning are extremely important in autonomous driving to ensure safe driving in a real-world environment.This study proposes an online evolutionary decision-making and motion planning framework for autonomous driving based on a hybrid data-and model-driven method.First,a data-driven decision-making module based on deep reinforcement learning(DRL)is developed to pursue a rational driving performance as much as possible.Then,model predictive control(MPC)is employed to execute both longitudinal and lateral motion planning tasks.Multiple constraints are defined according to the vehicle’s physical limit to meet the driving task requirements.Finally,two principles of safety and rationality for the self-evolution of autonomous driving are proposed.A motion envelope is established and embedded into a rational exploration and exploitation scheme,which filters out unreasonable experiences by masking unsafe actions so as to collect high-quality training data for the DRL agent.Experiments with a high-fidelity vehicle model and MATLAB/Simulink co-simulation environment are conducted,and the results show that the proposed online-evolution framework is able to generate safer,more rational,and more efficient driving action in a real-world environment. 展开更多
关键词 Autonomous driving DECISION-MAKING Motion planning Deep reinforcement learning Model predictive control
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Planning Approaches of Sustainable Agricultural Village 被引量:1
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作者 李长虹 刘丛红 《Journal of Landscape Research》 2011年第2期41-43,48,共4页
The concept of sustainable agricultural village was proposed in this study,and its major economic pattern was summarized as:with the sustainable agriculture,grain production and processing as core contents,to enhance ... The concept of sustainable agricultural village was proposed in this study,and its major economic pattern was summarized as:with the sustainable agriculture,grain production and processing as core contents,to enhance the attraction of agricultural regions and establish more effective connections between rural and urban areas by properly developing eco-agricultural sightseeing and organizing satellite sustainable agricultural villages into an urban peripheral network.Dajidian Sustainable Agricultural Village in Baoding City,Hebei Province was taken for an example to elaborate the overall design concepts,and analyze the strategies for planning the village as an integrated system,including social,ecological and economic dimensions,which are specifically demonstrated as:the development of sustainable agriculture,the establishment of diversified circulation system,the independence of energy utilization,the soundness of public service system,the improvement of agricultural villages as communities.Through studying the planning of sustainable agricultural villages,this research aimed at realizing the sustainable development of overall environment system in both cities and rural areas,and guiding the improvement of the new countryside construction. 展开更多
关键词 SUSTAINABLE AGRICULTURAL village URBANIZATION RENEWABLE energy BUCKETS effect
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Motion Planning for Autonomous Driving with Real Traffic Data Validation 被引量:1
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作者 Wenbo Chu Kai Yang +1 位作者 Shen Li Xiaolin Tang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2024年第1期74-86,共13页
Accurate trajectory prediction of surrounding road users is the fundamental input for motion planning,which enables safe autonomous driving on public roads.In this paper,a safe motion planning approach is proposed bas... Accurate trajectory prediction of surrounding road users is the fundamental input for motion planning,which enables safe autonomous driving on public roads.In this paper,a safe motion planning approach is proposed based on the deep learning-based trajectory prediction method.To begin with,a trajectory prediction model is established based on the graph neural network(GNN)that is trained utilizing the INTERACTION dataset.Then,the validated trajectory prediction model is used to predict the future trajectories of surrounding road users,including pedestrians and vehicles.In addition,a GNN prediction model-enabled motion planner is developed based on the model predictive control technique.Furthermore,two driving scenarios are extracted from the INTERACTION dataset to validate and evaluate the effectiveness of the proposed motion planning approach,i.e.,merging and roundabout scenarios.The results demonstrate that the proposed method can lower the risk and improve driving safety compared with the baseline method. 展开更多
关键词 Trajectory prediction Graph neural network Motion planning INTERACTION dataset
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Thinking of Countryside Image and New Countryside Planning with the Renovation Planning of Dazhuang Village as a Study Case 被引量:1
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作者 李合章 《Journal of Landscape Research》 2010年第1期6-11,共6页
With the construction of new socialist countryside as the background, theories of constructing new countryside were discussed in this study, and approaches to construct new socialist countryside with Chinese countrysi... With the construction of new socialist countryside as the background, theories of constructing new countryside were discussed in this study, and approaches to construct new socialist countryside with Chinese countryside landscape images were explored. 展开更多
关键词 COUNTRYSIDE LANDSCAPE IMAGE New COUNTRYSIDE planning
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"One Brand for One Village"Planning of Qingzhong Loquat Sightseeing Park in Jinting Township of Suzhou City,China
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作者 余俊 潘文明 +1 位作者 朱笑 曹纯 《Journal of Landscape Research》 2011年第8期32-36,41,共6页
The planning and design of Qingzhong Loquat Sightseeing Park in Jinting Township, Wuzhong District, Suzhou City was taken for an example, industrial development, advantages and disadvantages of the study area were ana... The planning and design of Qingzhong Loquat Sightseeing Park in Jinting Township, Wuzhong District, Suzhou City was taken for an example, industrial development, advantages and disadvantages of the study area were analyzed. Design concepts and techniques of"One Brand for One Village"for Qingzhong Loquat Sightseeing Park were introduced from the perspectives of project orientation, planning concepts, functional division, scenic spot design, infrastructure planning and so on. Six ancient relics and three grotesque trees were introduced to expound the planning scheme of typical landscapes. Finally, the architectural control planning from the perspectives of height and style was stressed. The planning scheme broke common restraints of other similar parks, such as poor infrastructure and disordered garden constructions, proposed the planning concept of"building a modern eco-agricultural sightseeing fruit park mainly for production but also integrating functions of tourism, ecological picking, recreation and entertainment", providing a basis for building "One Brand for One Village" and realizing the high-efficiency scale-development of agriculture. 展开更多
关键词 SUZHOU ONE BRAND for ONE village LOQUAT SIGHTSEEING Fruit PARK
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Design Strategies for Rural Revitalization under the Background of Rural Revitalization:A Case Study of Baimaozhuang Village,Baodi District,Tianjin
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作者 SUN Zilin LI Daoyong LIU Zihan 《Journal of Landscape Research》 2024年第4期44-46,50,共4页
Through the practical design of Baimaozhuang Village in Baodi District of Tianjin City,this paper analyzes the historical,social,and cultural background of the village,sorts out the current construction situation,rura... Through the practical design of Baimaozhuang Village in Baodi District of Tianjin City,this paper analyzes the historical,social,and cultural background of the village,sorts out the current construction situation,rural style,and public space usage,and elaborates on the revitalization strategy from the perspectives of planning and architectural design.From the perspective of planning and design,it is mainly reflected in road network optimization,landscape improvement,and node implantation.From the perspective of architectural design,it is mainly reflected in building renewal,space revitalization,and style enhancement,with the expectation of building a charming rural area with regional cultural characteristics. 展开更多
关键词 Rural revitalization planning and design Building renewal Baimaozhuang village
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Land-population-industry based village evolution and its influencing factors in the upper Tuojiang River
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作者 ZHAN Yunjun JI Yuxin +2 位作者 HUANG Jiejun MA Changying MA Chuanqi 《Journal of Mountain Science》 SCIE CSCD 2024年第8期2790-2809,共20页
With economic development and urbanization in China,the rural settlements have experienced great change.To explore the evolution process of rural settlements in terms of land,population and industry can reveal the dev... With economic development and urbanization in China,the rural settlements have experienced great change.To explore the evolution process of rural settlements in terms of land,population and industry can reveal the development law of rural spatial distribution,population structure and industrial economy in different stages and regions.Studying the development status and evolution characteristics of villages in the upper Tuojiang River basin in Southwest China in the past 20 years are of significant value.The upper Tuojiang River basin includes the main types of terrain found in the Southwest region:mountainous,plains,and hills,exhibiting a certain typicality of geographical characteristics.This study took towns and townships at the town-level scale as the basic unit of research,and constructed an evaluation system for village evolution based on'land,population,and industry'.It employed Criteria Importance Through Inter-Criteria Correlation(CRITIC)analysis to examine the characteristics of village evolution in the area from 2000 to 2020,and used geographic detector analysis to identify the leading factors affecting village evolution.The results show that:(1)From 2000 to 2010,villages in the upper Tuojiang River basin experienced significant changes,and the pace of these transformations slowed from 2010 to 2020.(2)From a comprehensive perspective,from 2000 to 2020,villages in hilly areas show a decline,while villages in plain areas near the city center show a positive urbanization development.(3)Road accessibility and distance from the city center are the main factors that explain the spatial differentiation of village evolution degree in the study area.This study elucidates the spatiotemporal evolution characteristics of villages in the upper Tuojiang River basin and identifies the primary factors contributing to their changes,which will provide a reference for investigating the development of rural areas in different terrains of Southwest China. 展开更多
关键词 village evolution LAND POPULATION Industry Geographic detector
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Traditional City Planning Thoughts Reflected in the Wall Construction of Ancient Villages——With Linfeng Village as a Study Case
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作者 李合章 刘书芳 《Journal of Landscape Research》 2010年第7期30-33,共4页
Even since the primitive society,large-size steep ditches have been applied for building settlements as defense.In turbulent periods,many villages with considerable economic strength chose to live in a closed and safe... Even since the primitive society,large-size steep ditches have been applied for building settlements as defense.In turbulent periods,many villages with considerable economic strength chose to live in a closed and safe space by building village walls.For those ancient villages,walls were not only solidly built,they also constructed the overall layouts of villages by integrating traditional city planning thoughts and were limited by both spiritual civilization and building technologies.In this study,the authors studied walls of Linfeng Village,and found that the overall design of these walls were closely combined with macro and micro terrains of the village,which fully demonstrated the site selection principle for building villages and fortresses in China,that is,"occupying the high,closing to water".The wall details also satisfied multiple functional demands,such as defense,passage,sense of security and so on.In addition,walls and gateways also showed people the regional diversity of Chinese construction techniques. 展开更多
关键词 village walls village DEFENSE
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Selection of media tools for community planning:A study from the perspective of communicative planning
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作者 Xiaotong Zhang Linjun Yu Yang Li 《Chinese Journal of Population,Resources and Environment》 2024年第3期305-311,共7页
In community planning,due to the lack of evidence regarding the selection of media tools,this study examines how a common but differentiated ideal speech situation can be created as well as how more appropriate media ... In community planning,due to the lack of evidence regarding the selection of media tools,this study examines how a common but differentiated ideal speech situation can be created as well as how more appropriate media tools can be defined and selected in the community planning process.First,this study describes the concept and theoretical basis of media used in community planning from the perspectives of the multiple effects of media evolution on communicative planning.Second,the classification criteria and typical characteristics of media tools used to support community planning are clarified from three dimensions:acceptability,cost effectiveness,and applicability.Third,strategies for applying media tools in the four phases of communicative planning-namely,state analysis,problem identification,contradictory solution and optimization-are described.Finally,trends in the development of media tools for community planning are explored in terms of multistakeholder engagement,supporting scientific decision-making and multiple-type media integration.The results provide a reference for developing more inclusive,effective,and appropriate media tools for enhancing decision-making capacity and modernizing governance in community planning and policy-making processes. 展开更多
关键词 Community planning Media tools Communicative planning
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Optimal search path planning of UUV in battlefeld ambush scene
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作者 Wei Feng Yan Ma +3 位作者 Heng Li Haixiao Liu Xiangyao Meng Mo Zhou 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第2期541-552,共12页
Aiming at the practical application of Unmanned Underwater Vehicle(UUV)in underwater combat,this paper proposes a battlefield ambush scene with UUV considering ocean current.Firstly,by establishing these mathematical ... Aiming at the practical application of Unmanned Underwater Vehicle(UUV)in underwater combat,this paper proposes a battlefield ambush scene with UUV considering ocean current.Firstly,by establishing these mathematical models of ocean current environment,target movement,and sonar detection,the probability calculation methods of single UUV searching target and multiple UUV cooperatively searching target are given respectively.Then,based on the Hybrid Quantum-behaved Particle Swarm Optimization(HQPSO)algorithm,the path with the highest target search probability is found.Finally,through simulation calculations,the influence of different UUV parameters and target parameters on the target search probability is analyzed,and the minimum number of UUVs that need to be deployed to complete the ambush task is demonstrated,and the optimal search path scheme is obtained.The method proposed in this paper provides a theoretical basis for the practical application of UUV in the future combat. 展开更多
关键词 Battlefield ambush Optimal search path planning UUV path planning Probability of cooperative search
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Environmental Planning of New Countryside with Dazhuang Village in Pingdingshan City as an Example
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作者 李合章 《Journal of Landscape Research》 2010年第2期7-10,共4页
The paper introduced regulation and planning situation of Dazhuang Village which was the experiment construction project in Pindingshan City, and offered several proposals for the construction of the village's reg... The paper introduced regulation and planning situation of Dazhuang Village which was the experiment construction project in Pindingshan City, and offered several proposals for the construction of the village's regulation and planning. 展开更多
关键词 Coal mine area New countryside Regulation and planning of village
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Spatial evolution and spatial production of traditional villages from "backward poverty villages" to "ecologically well-off villages": Experiences from the hinterland of national nature reserves in China
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作者 Zhang Yiyi LI Yangbing 《Journal of Mountain Science》 SCIE CSCD 2024年第4期1100-1118,共19页
With the rapid urbanization process,the space of traditional villages in China is undergoing significant changes.Studying the spatial evolution of traditional villages is significant in promoting rural spatial transfo... With the rapid urbanization process,the space of traditional villages in China is undergoing significant changes.Studying the spatial evolution of traditional villages is significant in promoting rural spatial transformation and realizing rural revitalization and sustainable rural development.Based on the traceability analysis of spatial production theory,this paper constructed an analytical framework for the spatial production evolution of traditional villages,analyzed the spatial evolution process and characteristics of traditional villages by using buffer analysis,spatial syntax,and other research methods,and revealed the characteristics of the spatial production evolution of traditional villages and the driving mechanism.The results show that:(1)The village spatial formation and development follow the village life cycle theory and usually develop from embryonic villages to diversified and integrated villages;(2)The evolution of village spatial production is characterized by the diversity of material space,the sublimation of daily life space,and the integration of social system space and generalization of emotional space;(3)The evolution of village spatial production from backward and poor village to ecologically well-off village is influenced by a combination of factors;(4)The village has formed a spatial structure of"people-land-scape-culture-industry",realized comprehensive reconstruction and spatial reproduction.The study results reflect the spatial evolution characteristics of traditional villages in mountainous areas in a more comprehensive way,which helps to promote the protection and development of traditional villages in mountainous areas and,to a certain extent,provides a reference for the development of rural revitalization. 展开更多
关键词 Traditional villages Spatial production Spatial evolution Spatial reconstruction
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Data Collection and Research on the Vitality of Public Space in Traditional Villages: A Case Study of Cuandixia Village
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作者 PAN Mingshuai LI Xiaomeng 《Journal of Landscape Research》 2024年第3期27-30,36,共5页
The optimization and renewal of rural space is the foundation for building livable,business friendly and harmonious countryside.Three types of data on the spatial vitality of traditional villages are collected and ana... The optimization and renewal of rural space is the foundation for building livable,business friendly and harmonious countryside.Three types of data on the spatial vitality of traditional villages are collected and analyzed.A street and alley axis map model is established using spatial syntax,and the degree of industry aggregation is quantified using POI data,and the results of syntactic calculation are validated with the help of popular review text preferences.Taking Cuandixia Village as an example,this paper found that its public space nodes have a pattern of one axis and scattered points;the street and alley space is well preserved but slightly lacking in transportation;the user group is single and the form is traditional.This paper could provide corresponding suggestions for stimulating the vitality of public spaces in traditional villages,in order to provide inspiration for the revitalization design of public spaces in traditional villages. 展开更多
关键词 Traditional villages Space syntax Vitality of public spaces Cuandixia village Public space of villages
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Mechanism of Tourists’Happiness in Traditional Village Tourism: A Perspective Grounded in Nostalgia and Cultural Attachment
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作者 JIANG Juan LIU Yu 《Journal of Landscape Research》 2024年第4期73-79,共7页
In recent years,traditional villages have emerged as popular tourist destinations due to their distinctive resource value.Typically situated in remote and less developed areas,traditional villages boast primitive natu... In recent years,traditional villages have emerged as popular tourist destinations due to their distinctive resource value.Typically situated in remote and less developed areas,traditional villages boast primitive natural surroundings and rich historical and cultural heritage.These characteristics offer urban dwellers a temporary escape from the complexities of modern life,allowing them to experience physical and mental rejuvenation,mental relaxation,and overall happiness during their visit.By conducting a review of the existing literature concerning tourists’happiness in traditional villages,this study establishes a framework to understand tourists’happiness in traditional village tourism.Using the Qiangang ancient village in Conghua District,Guangzhou as a case study,the research examines the current state of rural characteristics,the establishment of cultural brands,and the promotion of the active utilization of ancient villages within the context of integrating culture,sports,tourism,and agriculture.Based on this analysis,the author proposes strategies to enhance tourists’happiness,including the preservation and development of rural characteristics,the promotion and preservation of local cultural attributes,and the collaborative advancement of culture,sports,tourism,and agriculture to engage key stakeholders actively. 展开更多
关键词 Traditional village Qiangang ancient village NOSTALGIA Cultural attachment HAPPINESS
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Efficient Route Planning for Real-Time Demand-Responsive Transit
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作者 Hongle Li SeongKi Kim 《Computers, Materials & Continua》 SCIE EI 2024年第4期473-492,共20页
Demand Responsive Transit (DRT) responds to the dynamic users’ requests without any fixed routes and timetablesand determines the stop and the start according to the demands. This study explores the optimization of d... Demand Responsive Transit (DRT) responds to the dynamic users’ requests without any fixed routes and timetablesand determines the stop and the start according to the demands. This study explores the optimization of dynamicvehicle scheduling and real-time route planning in urban public transportation systems, with a focus on busservices. It addresses the limitations of current shared mobility routing algorithms, which are primarily designedfor simpler, single origin/destination scenarios, and do not meet the complex demands of bus transit systems. Theresearch introduces an route planning algorithm designed to dynamically accommodate passenger travel needsand enable real-time route modifications. Unlike traditional methods, this algorithm leverages a queue-based,multi-objective heuristic A∗ approach, offering a solution to the inflexibility and limited coverage of suburbanbus routes. Also, this study conducts a comparative analysis of the proposed algorithm with solutions based onGenetic Algorithm (GA) and Ant Colony Optimization Algorithm (ACO), focusing on calculation time, routelength, passenger waiting time, boarding time, and detour rate. The findings demonstrate that the proposedalgorithmsignificantly enhances route planning speed, achieving an 80–100-fold increase in efficiency over existingmodels, thereby supporting the real-time demands of Demand-Responsive Transportation (DRT) systems. Thestudy concludes that this algorithm not only optimizes route planning in bus transit but also presents a scalablesolution for improving urban mobility. 展开更多
关键词 Autonomous bus route planning real-time dynamic route planning path finding DRT bus route optimization sustainable public transport
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A World of Ice and Snow Being also Invaluable Asset:A Case Study of the"Snow Village"
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作者 Jianyi JIAO Fan CHEN 《Asian Agricultural Research》 2024年第2期8-11,共4页
Based on field visit and interview,the current situation of snow village in China is summarized from four aspects:core scenic spots in snow village,skiing industry in snow village,film and television industry in snow ... Based on field visit and interview,the current situation of snow village in China is summarized from four aspects:core scenic spots in snow village,skiing industry in snow village,film and television industry in snow village,and ice and snow agritainment.The investigation found that there are still significant problems in homogenization,scenic area infrastructure,and government regulation in snow village.Targeted solutions are proposed from four aspects:tapping internal advantages,strengthening top-level design and infrastructure construction,promoting tourism industry upgrading,and collaborating to innovate the ice and snow tourism supply chain,in order to further promote the economic development of snow village. 展开更多
关键词 A world of ice and snow being also invaluable asset village and town construction Snow village Development of snow village
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Analysis of spatial distribution characteristics and driving factors of ethnicminority villages in China using geospatial technology and statistical models
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作者 SHAO Dandan ZOH Kyungjin 《Journal of Mountain Science》 SCIE CSCD 2024年第8期2770-2789,共20页
This study aims to reveal the spatial structural characteristics of 1,652 Ethnic-Minority Villages(EMV)in China and to analyze the mechanisms driving their spatial heterogeneity.EMV are a special type of settlement sp... This study aims to reveal the spatial structural characteristics of 1,652 Ethnic-Minority Villages(EMV)in China and to analyze the mechanisms driving their spatial heterogeneity.EMV are a special type of settlement space that preserve a large number of historical traces of the ethnic culture of ancient China.They are important carriers of China’s excellent traditional culture and are key to the implementation of rural revitalization strategies.In this study,1652 EMV in China were selected as the research subjects.The Nearest Neighbor Index,kernel density,and spatial autocorrelation index were employed to reveal the spatial structural characteristics of minority villages.Neural network models,spatial lag models,and geographical detectors were used to analyze the formation mechanism of spatial heterogeneity in EMV.The results indicate that:(1)EMV exhibit significant spatial differentiation characterized by“single-core with multiple surrounding sub-centers,”“polarization between east and west,”“decreasing quantity from southwest to east coast to northeast to northwest,”and“large dispersion with small agglomeration.”(2)EMV are mainly distributed in areas rich in intangible cultural heritage,with high vegetation coverage and low altitude,far from central cities,and having limited arable land and an underdeveloped economy and transportation,particularly in shaded or riverbank areas.(3)Distance from the nearest river(X3),distance from central cities(X8),national intangible cultural heritage(X9),and NDVI(X10)were the main driving factors affecting the spatial distribution of EMV,whereas elevation(X1)and GDP(X5)had the weakest influence.As EMV are a relatively unique territorial spatial unit,the identification of their spatial heterogeneity characteristics not only deepens the research content of settlement geography,but also involves the assessment,protection,and development of Minority Villages,which is of great significance for the inheritance and utilization of excellent ethnic cultures in the era. 展开更多
关键词 Ethnic-Minority villages Spatial structure Settlement geography Neural network model Spatial econometric model GeoDetector
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